Datasets:

yyyyifan
/

TQA

license: cc-by-nc-3.0
dataset_info:
  features:
    - name: question
      dtype: string
    - name: options
      sequence: string
    - name: answer
      dtype: int64
    - name: image
      dtype: image
  splits:
    - name: test
      num_bytes: 528591051.375
      num_examples: 3285
    - name: train
      num_bytes: 1728014202.375
      num_examples: 6501
    - name: val
      num_bytes: 795086345.375
      num_examples: 2781
  download_size: 709789793
  dataset_size: 3051691599.125
configs:
  - config_name: default
    data_files:
      - split: test
        path: data/test-*
      - split: val
        path: data/val-*
      - split: train
        path: data/train-*
task_categories:
  - visual-question-answering
language:
  - en
tags:
  - diagram

This dataset:

This is a visual question-answering dataset cleaned from "Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension".

I only keep the questions that require the diagrams. For the whole dataset including more annotations such as captions, non-diagram questions, please check their webpage: https://prior.allenai.org/projects/tqa

Citation

Please cite the paper if you use this dataset.

@inproceedings{DBLP:conf/cvpr/KembhaviSSCFH17,
  author       = {Aniruddha Kembhavi and
                  Min Joon Seo and
                  Dustin Schwenk and
                  Jonghyun Choi and
                  Ali Farhadi and
                  Hannaneh Hajishirzi},
  title        = {Are You Smarter Than a Sixth Grader? Textbook Question Answering for
                  Multimodal Machine Comprehension},
  booktitle    = {2017 {IEEE} Conference on Computer Vision and Pattern Recognition,
                  {CVPR} 2017, Honolulu, HI, USA, July 21-26, 2017},
  pages        = {5376--5384},
  publisher    = {{IEEE} Computer Society},
  year         = {2017},
  url          = {https://doi.org/10.1109/CVPR.2017.571},
  doi          = {10.1109/CVPR.2017.571},
  timestamp    = {Fri, 24 Mar 2023 00:02:54 +0100},
  biburl       = {https://dblp.org/rec/conf/cvpr/KembhaviSSCFH17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}